6. Which of the following is an appropriate interpretation of the number 0.0924982 An increase in profits of $100,000 increases predicted sales by $9,249.80. (b) An increase in sales of $100,000 increases predicted profits by $9,249.80. Sales of $100,000 correspond to predicted profits of $9,249.80. - (d) The ratio of predicted profit to observed profit is, on average, 0.092498. (e) The ratio of predicted profits to observed sales is, on average, 0.092498. profits is the respon se variabe

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
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Chapter1: Starting With Matlab
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Use the following for questions 6-7:
A random sample of 40 companies on the Forbes 500 list was selected and the relationship
between sales (in hundreds of thousands of dollars) and profits (in hundreds of thousands of
dollars) was investigated using regression. A least-squares regression line was fitted to the
data using statistical software, with sales as the explanatory variable and profits as the
response variable. Here is the output from the software:
Dependent variable is Profits
R-squared = 66.2%
= 466.2 with 40 2 = 38 degrees of freedom
Variable
Constant
Sales
Coefficient
-176.644
0.092498
s.e. of Coefficient
61.16
0.0106
P-value
0.0050
≤0.0001
Transcribed Image Text:Use the following for questions 6-7: A random sample of 40 companies on the Forbes 500 list was selected and the relationship between sales (in hundreds of thousands of dollars) and profits (in hundreds of thousands of dollars) was investigated using regression. A least-squares regression line was fitted to the data using statistical software, with sales as the explanatory variable and profits as the response variable. Here is the output from the software: Dependent variable is Profits R-squared = 66.2% = 466.2 with 40 2 = 38 degrees of freedom Variable Constant Sales Coefficient -176.644 0.092498 s.e. of Coefficient 61.16 0.0106 P-value 0.0050 ≤0.0001
6. Which of the following is an appropriate interpretation of the number 0.0924982
An increase in profits of $100,000 increases predicted sales by $9,249.80.
b) An increase in sales of $100,000 increases predicted profits by $9,249.80.
Sales of $100,000 correspond to predicted profits of $9,249.80.
(d) The ratio of predicted profit to observed profit is, on average, 0.092498.
(e) The ratio of predicted profits to observed sales is, on average, 0.092498.
7
≤0.0001
Which of the follo
profits is
the response
variabe
clogs
Transcribed Image Text:6. Which of the following is an appropriate interpretation of the number 0.0924982 An increase in profits of $100,000 increases predicted sales by $9,249.80. b) An increase in sales of $100,000 increases predicted profits by $9,249.80. Sales of $100,000 correspond to predicted profits of $9,249.80. (d) The ratio of predicted profit to observed profit is, on average, 0.092498. (e) The ratio of predicted profits to observed sales is, on average, 0.092498. 7 ≤0.0001 Which of the follo profits is the response variabe clogs
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